Title :
Comparison of the sliding observer to several state estimators using a rotational inverted pendulum
Author :
Thein, May-Win L. ; Misawa, Eduardo A.
Author_Institution :
Sch. of Mech. & Aerosp. Eng., Oklahoma State Univ., Stillwater, OK, USA
Abstract :
Because of the inherent characteristics of nonlinear systems, state estimation of these systems continues to pose difficult problems. The objective of this paper is to test the sliding mode observer technique on a highly nonlinear non-minimum phase system. The chosen system is the rotational inverted pendulum system of Misawa, Arrington, and Ledgerwood. In addition, the observer technique is compared to that of other techniques: the linear Kalman filter, Thau´s method, the adaptive observer, the high gain observer, the multistage nonlinear observer, and the equivalent control-based sliding mode observer. The bases of comparison is performance, robustness against disturbances and modeling errors, stability, and ease of application
Keywords :
Kalman filters; linear quadratic control; nonlinear control systems; observers; position control; robust control; variable structure systems; Thau´s method; adaptive observer; control-based sliding mode observer; high gain observer; linear Kalman filter; modeling errors; multistage nonlinear observer; nonlinear systems; nonminimum phase system; robustness; rotational inverted pendulum; sliding observer; state estimation; state estimators; Aerospace engineering; Aerospace testing; Control systems; DC motors; Ear; Gaussian noise; Observers; State estimation; System testing; Torque control;
Conference_Titel :
Decision and Control, 1995., Proceedings of the 34th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-2685-7
DOI :
10.1109/CDC.1995.479011